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stat.ME2022
SURE-tuned Bridge Regression
Jorge Loría, Anindya Bhadra
Consider the {} regularized linear regression, also termed Bridge regression. For , Bridge regression enjoys several statistical properties of interest such as…
stat.ML2022★ 1 cited
Causal Ordering Without Effect Estimation: A Framework for Using Proxies in Treatment Prioritization
Carlos Fernández-Loría, Jorge Loría
Who should we prioritize for treatment when causal effects cannot be estimated? In practice, organizations often rely on predictive proxies: ads are targeted using purchase probabi…